POST COVID-19 OUTDOOR PHYSICAL INTERVENTION EFFECTS ON BODY COMPOSITION IN PERSONS WITH INTELLECTUAL DISABILITY
Bibliographic record
Abstract
In 2021, the Global Wellness Institute demonstrates the growing interest of the entire population in improving of overall health and immune function through various outdoor physical activities. The objective of the study was to exam a potential of outdoor physical activities in relation to the Covid-19 lock down in a group of people with intellectual disability. Material and methods: 50 persons (26 males, 24 females) with mild (15 persons) and moderate (35 persons) intellectual disabilities, aged 18-45, from the Czech Republic, registered in Special Olympics International associations. All subjects were until the physical intervention in Covid-19 lock down regime, i.e. without any indoor or outdoor physical activities. Before the examinations, all participants and their legal representatives signed an informed consent. The Assessment of body composition measured (using Tanita Leicester, and tetrapolar multi-frequency bioelectrical impedance device InBody 230) was used to assess body weight, BMI, body fat percentage and total muscle mass. The 2 weeks outdoor physical intervention focused on fitness improvement was applied. The obtained data were subsequently processed anonymously with security in accordance with the applicable GDPR and Helsinki Declaration directives. During the intervention applied outdoor activities were performed only to the extent appropriate to the physical and mental potential of the participants. Relationships of dependent variables to the sex of the subjects, the experiment, and its individual phases were evaluated by a repeated measures ANOVA model. Results and Conclusions: The intervention led to the significant improvement of body composition, the participants decreased significantly in body fat percentage and increased significantly in muscle mass. ACKNOWLEDGMENTS This study was implemended within the project TAČR STARFOS EF18_053/0016975 "Development of USB - International mobility II" CZ.02.2.69/0.0/0.0/18_053/0016975-1
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".